#RubberDucking So I've got my Agents running on a small server, mostly triggering Google Cloud Functions and Cloud Run jobs. Trying to think of a CI/CD process that'll make it easy to register flows. There's probably a GitHub Action that automatically uploads new commits to a server? And then have the scripts call

flow.register()

at the bottom. probably a way to have it run

flow.py

upon uploading a new version?

I would recommend using the

prefect register

CLI in a Github Action. You can also use

Github

or

Git

storage to point to commits which should make it pretty frictionless.

Ooh, awesome, thanks!

If you do call it manually, you can use

idempotency_key=flow.serialized_hash()

so a flow isn't registered over itself if nothing changed. I also take it a step further where open PRs get registered into a separate project (with

set_schedule_active=False

) so you can trial run the flows that are on a PR.

The newest CLI does that by default

A lot of the machinery I have in place is due to setting this up prior to

0.13

, so the build script does a bunch more like dynamically creating task environments which aren't needed anymore 😅 One day we'll upgrade to the new RunConfigs.

Get upgrading :P, we almost dropped environments in 0.15.0 but we're leaving it til 0.16

Yeah, I'd like to automatically put feature branches into a

Testing

project.